weather strip

Guys/Gals,
Have a 97 GMC 1 ton PU....up here in Minnesota when we have rain in January, it really freezes! Opened the door and the upper weather strip came off, both doors! Looks like it is just pushed on a ridge, is it or it there an adhesive that I could use to re-attach? Thanks for any help!!